List of works - Polina Mamoshina

A review of the biomedical innovations for healthy longevity

scientific article

Aging and drug discovery

scientific article published on 01 November 2018

Applications of Deep Learning in Biomedicine

scientific article published on 23 March 2016

Artificial intelligence for aging and longevity research: Recent advances and perspectives

scientific article published on 22 November 2018

Blood Biochemistry Analysis to Detect Smoking Status and Quantify Accelerated Aging in Smokers

scientific article published in Scientific Reports

Converging blockchain and next-generation artificial intelligence technologies to decentralize and accelerate biomedical research and healthcare ⬇️

scientific article published on 9 November 2017

Deep Aging Clocks: The Emergence of AI-Based Biomarkers of Aging and Longevity

scientific article published on 03 July 2019

Deep Learning Applications for Predicting Pharmacological Properties of Drugs and Drug Repurposing Using Transcriptomic Data

scientific article (publication date: 5 July 2016)

Deep biomarkers of human aging: Application of deep neural networks to biomarker development

scientific article

Design of efficient computational workflows for in silico drug repurposing.

scientific article

Entangled Conditional Adversarial Autoencoder for de Novo Drug Discovery

scientific article published on 19 September 2018

In search for geroprotectors: in silico screening and in vitro validation of signalome-level mimetics of young healthy state.

scientific article published on 24 September 2016

Machine Learning on Human Muscle Transcriptomic Data for Biomarker Discovery and Tissue-Specific Drug Target Identification

scholarly article by Polina Mamoshina et al published 2018 in Frontiers in Genetics

Population specific biomarkers of human aging: a big data study using South Korean, Canadian and Eastern European patient populations.

scientific article published on 11 January 2018

Use of deep neural network ensembles to identify embryonic-fetal transition markers: repression of COX7A1 in embryonic and cancer cells

scientific article published on 28 December 2017

Vive la radiorésistance!: converging research in radiobiology and biogerontology to enhance human radioresistance for deep space exploration and colonization.

scientific article published on 12 February 2018

List of works by Polina Mamoshina

A review of the biomedical innovations for healthy longevity

Aging and drug discovery

Applications of Deep Learning in Biomedicine

Artificial intelligence for aging and longevity research: Recent advances and perspectives

Blood Biochemistry Analysis to Detect Smoking Status and Quantify Accelerated Aging in Smokers

Converging blockchain and next-generation artificial intelligence technologies to decentralize and accelerate biomedical research and healthcare ⬇️

Deep Aging Clocks: The Emergence of AI-Based Biomarkers of Aging and Longevity

Deep Learning Applications for Predicting Pharmacological Properties of Drugs and Drug Repurposing Using Transcriptomic Data

Deep biomarkers of human aging: Application of deep neural networks to biomarker development

Design of efficient computational workflows for in silico drug repurposing.

Entangled Conditional Adversarial Autoencoder for de Novo Drug Discovery

In search for geroprotectors: in silico screening and in vitro validation of signalome-level mimetics of young healthy state.

Machine Learning on Human Muscle Transcriptomic Data for Biomarker Discovery and Tissue-Specific Drug Target Identification

Population specific biomarkers of human aging: a big data study using South Korean, Canadian and Eastern European patient populations.

Use of deep neural network ensembles to identify embryonic-fetal transition markers: repression of COX7A1 in embryonic and cancer cells

Vive la radiorésistance!: converging research in radiobiology and biogerontology to enhance human radioresistance for deep space exploration and colonization.